An integrated two-stage framework for robust head pose estimation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3723 LNCS, Issue , 2005, Pages 321-335

  Wu, Junwen ^a   Trivedi, Mohan M ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA ACQUISITION; DATA STRUCTURES; GRAPH THEORY; NOISE ABATEMENT; SOFTWARE PROTOTYPING; STRUCTURAL ANALYSIS;

GABOR WAVELETS RESPONSES; ROBUST HEAD POSE ESTIMATION; SUBSPACE ANALYSIS;

FACE RECOGNITION;

EID: 33646430004     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11564386_25     Document Type: Conference Paper

References (24)

1. R. Pappu and P.A. Beardsley. Qualitative approach to classifying gaze direction. In Proceedings of the IEEE Conf on Automatic Face and Gesture Recognition., 1998.
2. R. Stiefelhagen. Tracking focus of attention in meetings. In Proceedings of the. IEEE International Conference on Multimodal Interfaces (ICMI'02)., 2002.
3. K. Huang, M. M. Trivedi and T. Gandhi. Driver's View and Vehicle Surround Estimation using Omnidirectional Video Stream. In Proceedings of IEEE Intelligent Vehicles Symposium, Columbus, OH, pp. 444-449, June 9-11, 2003.
4. B. Braathen, M. S. Bartlett, and J. R. Movellan. 3-d head pose estimation from video by stochastic particle filtering. In Proceedings of the 8th Annual Joint Symposium on Neural Computation., 2001.
5. Y.Li, S.Gong, and H. Liddell. Support vector regression and classification based multi-view face detection and recognition. In Proceeding of IEEE International Conference on Automatic Face and Gesture Recognition., pages 300-305, July 2000.
6. S.Z. Li, Q.D. Fu, L. Gu, B. Scholkopf, Y.M. Cheng, and H. J. Zhang. Kernel machine based learning for multi-view face detection and pose estimation. In Proceedings of 8th IEEE International Conference on Computer Vision., July 2001.
7. M. Cordea, E. Petriu, N. Georganas, D. Petriu, and T. Whalen. Real-time 2.5d head pose recovery for model-based video-coding. In Proceedings of the IEEE Instrumentation and Measurement Technology Conference., 2000.
8. T. Horprasert, Y. Yacoob, and L. S. Davis. An anthropometrie shape model for estimating head orientation. In Proceedings of the 3rd International Workshop on Visual Form, 1997.
9. L. Morency, P. Sundberg, and T. Darrell. Pose estimation using 3d view-based eigenspaces. In Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures, in Conjunction with ICCV2003, pages 45-52, 2003.
10. E. Seemann, K. Nickel, and R. Stiefelhagen. Head pose estimation using stereo vision for human-robot interaction. In Proceedings of the 6th IEEE International Conference on Automatic Face and Gesture Recognition, 2004.
11. L. Chen, L. Zhang, Y. Hu, M. Li, and H. Zhang. Head pose estimation using fisher manifold learning. In Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures, in Conjunction with ICCV2003, 2003.
12. S. Gong J. Sherrah and E. Ong. Understanding pose discrimination in similarity space. In Proceedings of the The Eleventh British Machine Vision Conference (BMVC1999), 1999.
13. Y. Wei, L. Fradet, and T. Tan. Head pose estimation using gabor eigenspace modeling. In Proceedings of the IEEE International Conference on Image Processing (ICIP2002), volume 1, pages 281-284, 2002.
14. S. Srinivasan and K.L. Boyer. Head pose estimation using view based eigenspaces. In Proceedings of the 16th International Conference on Pattern Recognition, volume 4, pages 302-305, 2002.
15. M. Potzsch, N. Kruger, and C. von der Malsburg. Determination of face position and pose with a learned representation based on labeled graphs. Technical report, Institute for Neuroinformatik, RuhrUniversitat, Bochum, 1996. Internal Report.
16. V. Krger and G. Sommer. Efficient head pose estimation with gabor wavelet networks. In Proceedings of the The Eleventh British Machine Vision Conference (BMVC2OOO), 2000.
17. L. Wiskott, J. Fellous, N. Krger, and C von der Malsburg. Face recognition by elastic bunch graph matching. In Proceedings of the 7th International Conference on Computer Analysis of Images and Patterns(CAIP'97), 1997.
18. R. O. Duda, P. E. Hart, and D. G. Stork. Pattern Classification. Wiley-interscience, second edition.
19. B. Scholkopf, A. Smola, and K.-R. Muller. Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation, 10:1299-1319, 1998.
20. Y. Li, S. Gong, and H. Liddell. Recognising trajectories of facial identities using kernel discriminant analysis. In Proceedings of the British Machine Vision Conference (BMVC2001), pages 613-622, 2001.
21. S. Mika, G. Ratsch, J. Weston, B. Scholkopf, and K. Muller. Fisher discriminant analysis with kernels. In Proceedings of the IEEE Neural Networks for Signal Processing Workshop, pages 41-48, 1999.
22. J.MacLennan. Gabor representations ofspatiotemporal visual images. Technical report, Computer Science Department, University of Tennessee, Knoxville., 1991. CS-91-144. Accessible via URL: http://www.cs.utk.edu/mclennan.
23. J. Ham, D.D. Lee, S. Mika, and B. Scholkopf. A kernel view of dimensionality reduction of manifolds. In Proceedings of the International Conference on Machine Learning., 2004.
24. P Viola and M. Jones. Robust Real-time Object Detection, In Proceedings of the Second International Workshop on Statistical and Compu tational Theories of Vision - Modeling, Learning and Sampling. Jointed with ICCV2001.